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JSSPP
1998
Springer
15 years 11 months ago
Predicting Application Run Times Using Historical Information
We present a technique for deriving predictions for the run times of parallel applications from the run times of "similar" applications that have executed in the past. T...
Warren Smith, Ian T. Foster, Valerie E. Taylor
KDD
1998
ACM
94views Data Mining» more  KDD 1998»
15 years 11 months ago
Independence Diagrams: A Technique for Visual Data Mining
An important issue in data mining is the recognition of complex dependencies between attributes. Past techniques for identifying attribute dependence include correlation coefficie...
Stefan Berchtold, H. V. Jagadish, Kenneth A. Ross
KDD
1998
ACM
123views Data Mining» more  KDD 1998»
15 years 11 months ago
Scaling Clustering Algorithms to Large Databases
Practical clustering algorithms require multiple data scans to achieve convergence. For large databases, these scans become prohibitively expensive. We present a scalable clusteri...
Paul S. Bradley, Usama M. Fayyad, Cory Reina
KDD
1998
ACM
84views Data Mining» more  KDD 1998»
15 years 11 months ago
Similarity of Attributes by External Probes
In data mining, similarity or distance between attributes is one of the central notions. Such a notion can be used to build attribute hierarchies etc. Similarity metrics can be us...
Gautam Das, Heikki Mannila, Pirjo Ronkainen
KDD
1998
ACM
160views Data Mining» more  KDD 1998»
15 years 11 months ago
Algorithms for Characterization and Trend Detection in Spatial Databases
1 The number and the size of spatial databases, e.g. for geomarketing, traffic control or environmental studies, are rapidly growing which results in an increasing need for spatial...
Martin Ester, Alexander Frommelt, Hans-Peter Krieg...
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